Advancing Glycan Analysis: A New Platform Integrating SERS, Boronic Acids, and Machine Learning Algorithms

Advancing Glycan Analysis: A New Platform Integrating SERS, Boronic Acids, and Machine Learning Algorithms

Abstract Glycans are the most abundant fundamental biomolecules, but profiling glycans is challenging due to their structural complexity. To address this, a novel glycan detection platform is developed by integrating surface‐enhanced Raman spectroscopy (SERS), boronic acid receptors, and machine lea...

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Bibliographic Details
Main Authors: Qiang Hu, Dacheng Kuai, Hyundo Park, Haley Clark, Perla B. Balbuena, Joseph Sang‐Il Kwon, Hung‐Jen Wu
Format: Article
Language:English
Published: Wiley-VCH 2023-12-01
Series:Advanced Sensor Research
Subjects:
boronic acids
chemometrics
glycan detection
machine learning
surface‐enhanced Raman scattering
support vector machine
Online Access:https://doi.org/10.1002/adsr.202300052

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